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Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
BACKGROUND: Network abnormalities could help explain physical disability in multiple sclerosis (MS), which remains poorly understood. OBJECTIVE: This study investigates functional network efficiency changes in the sensorimotor system. METHODS: We included 222 MS patients, divided into low disability...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8358536/ https://www.ncbi.nlm.nih.gov/pubmed/33104448 http://dx.doi.org/10.1177/1352458520966292 |
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author | Strik, Myrte Chard, Declan T Dekker, Iris Meijer, Kim A Eijlers, Anand JC Pardini, Matteo Uitdehaag, Bernard MJ Kolbe, Scott C Geurts, Jeroen JG Schoonheim, Menno M |
author_facet | Strik, Myrte Chard, Declan T Dekker, Iris Meijer, Kim A Eijlers, Anand JC Pardini, Matteo Uitdehaag, Bernard MJ Kolbe, Scott C Geurts, Jeroen JG Schoonheim, Menno M |
author_sort | Strik, Myrte |
collection | PubMed |
description | BACKGROUND: Network abnormalities could help explain physical disability in multiple sclerosis (MS), which remains poorly understood. OBJECTIVE: This study investigates functional network efficiency changes in the sensorimotor system. METHODS: We included 222 MS patients, divided into low disability (LD, Expanded Disability Status Scale (EDSS) ⩽3.5, n = 185) and high disability (HD, EDSS ⩾6, n = 37), and 82 healthy controls (HC). Functional connectivity was assessed between 23 sensorimotor regions. Measures of efficiency were computed and compared between groups using general linear models corrected for age and sex. Binary logistic regression models related disability status to local functional network efficiency (LE), brain volumes and demographics. Functional connectivity patterns of regions important for disability were explored. RESULTS: HD patients demonstrated significantly higher LE of the left primary somatosensory cortex (S1) and right pallidum compared to LD and HC, and left premotor cortex compared to HC only. The logistic regression model for disability (R(2) = 0.38) included age, deep grey matter volume and left S1 LE. S1 functional connectivity was increased with prefrontal and secondary sensory areas in HD patients, compared to LD and HC. CONCLUSION: Clinical disability in MS associates with functional sensorimotor increases in efficiency and connectivity, centred around S1, independent of structural damage. |
format | Online Article Text |
id | pubmed-8358536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-83585362021-08-13 Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis Strik, Myrte Chard, Declan T Dekker, Iris Meijer, Kim A Eijlers, Anand JC Pardini, Matteo Uitdehaag, Bernard MJ Kolbe, Scott C Geurts, Jeroen JG Schoonheim, Menno M Mult Scler Original Research Papers BACKGROUND: Network abnormalities could help explain physical disability in multiple sclerosis (MS), which remains poorly understood. OBJECTIVE: This study investigates functional network efficiency changes in the sensorimotor system. METHODS: We included 222 MS patients, divided into low disability (LD, Expanded Disability Status Scale (EDSS) ⩽3.5, n = 185) and high disability (HD, EDSS ⩾6, n = 37), and 82 healthy controls (HC). Functional connectivity was assessed between 23 sensorimotor regions. Measures of efficiency were computed and compared between groups using general linear models corrected for age and sex. Binary logistic regression models related disability status to local functional network efficiency (LE), brain volumes and demographics. Functional connectivity patterns of regions important for disability were explored. RESULTS: HD patients demonstrated significantly higher LE of the left primary somatosensory cortex (S1) and right pallidum compared to LD and HC, and left premotor cortex compared to HC only. The logistic regression model for disability (R(2) = 0.38) included age, deep grey matter volume and left S1 LE. S1 functional connectivity was increased with prefrontal and secondary sensory areas in HD patients, compared to LD and HC. CONCLUSION: Clinical disability in MS associates with functional sensorimotor increases in efficiency and connectivity, centred around S1, independent of structural damage. SAGE Publications 2020-10-26 2021-08 /pmc/articles/PMC8358536/ /pubmed/33104448 http://dx.doi.org/10.1177/1352458520966292 Text en © The Author(s), 2020 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Papers Strik, Myrte Chard, Declan T Dekker, Iris Meijer, Kim A Eijlers, Anand JC Pardini, Matteo Uitdehaag, Bernard MJ Kolbe, Scott C Geurts, Jeroen JG Schoonheim, Menno M Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis |
title | Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis |
title_full | Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis |
title_fullStr | Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis |
title_full_unstemmed | Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis |
title_short | Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis |
title_sort | increased functional sensorimotor network efficiency relates to disability in multiple sclerosis |
topic | Original Research Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8358536/ https://www.ncbi.nlm.nih.gov/pubmed/33104448 http://dx.doi.org/10.1177/1352458520966292 |
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